Deploying Models-Data at scale
Introduction to Data at Scale
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Data at scale: Through the Eyes of Our Working Example
Optimizing Performance in Python
High Performance Computing
Introduction to Spark
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Apache Spark (Hands-On)
Spark-submit
Deploying Models-Docker and Containers
Docker Containers: Through the Eyes of our Working Example
On Containers and Docker
Docker Installation and Setup
NVIDIA Docker
Getting Started with Docker
Getting Started with Flask
Putting it all Together (Hands-On Tutorial)
More on Containers
Deploying Models-TUTORIAL: Watson Machine Learning
Model Management and Deployment in Watson Studio
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Watson Machine Learning: Through the Eyes of Our Working Example
Getting Started (Hands-on)
Tutorial (Hands-on)
Deploying Models-End of module review & evaluation
Summary/Review
Deploying Models using Spark-Spark Machine Learning
Introduction to Spark Machine Learning
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Spark Machine Learning: Through the Eyes of Our Working Example
Spark Pipelines
Spark Supervised Learning
Spark Unsupervised Learning (Hands-On)
Model
Deploying Models using Spark-Spark Recommenders
Spark Recommendations
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Spark Recommenders: Through the Eyes of Our Working Example
Recommendation Systems
Recommenders
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Recommendation Systems in Production
Deploying Models using Spark-Case Study: Model Deployment
Introduction to Model Deployment Case Study
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Model Deployment: Through the Eyes of Our Working Example
Getting Started (Hands-On)
Deploying Models using Spark-End of module review & evaluation
Summary/Review